metadata

dataset_info:
  features:
    - name: text
      dtype: string
    - name: source
      dtype: string
    - name: filtering_features
      dtype: string
    - source_other: dump
      dtype: string
  splits:
    - name: train
      num_examples: 1594197267
  download_size: 3.3TB
license: odc-by
pretty_name: Zyda
task_categories:
  - text-generation
language:
  - en
size_categories:
  - n>1T
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/*/*/*
  - config_name: zyda_no_starcoder
    data_files:
      - split: train
        path: data/zyda_no_starcoder/*/*
  - config_name: zyda_arxiv_only
    data_files:
      - split: train
        path: data/zyda_no_starcoder/zyda_arxiv/*
  - config_name: zyda_c4-en_only
    data_files:
      - split: train
        path: data/zyda_no_starcoder/c4_en/*
  - config_name: zyda_peS2o_only
    data_files:
      - split: train
        path: data/zyda_no_starcoder/zyda_peS2o/*
  - config_name: zyda_pile-uncopyrighted_only
    data_files:
      - split: train
        path: data/zyda_no_starcoder/zyda_pile-uncopyrighted/*
  - config_name: zyda_refinedweb_only
    data_files:
      - split: train
        path: data/zyda_no_starcoder/zyda_refinedweb/*
  - config_name: zyda_slimpajama_only
    data_files:
      - split: train
        path: data/zyda_no_starcoder/zyda_slimpajama/*
  - config_name: zyda_starcoder_only
    data_files:
      - split: train
        path: data/zyda_starcoder/*/*

Dataset Card for Zyda

This dataset card aims to be a base template for new datasets. It has been generated using this raw template.

Dataset Details

Dataset is created by filtering and deduplicating openly available datasets.

How to download

Full dataset: datasets.load_dataset("Zyphra/Zyda", split="train")

Full dataset without StarCoder: datasets.load_dataset("Zyphra/Zyda", name="zyda_no_starcoder", split="train")

For downloading individual components put their name in the name arg of load_dataset():

zyda_arxiv_only
zyda_c4-en_only
zyda_peS2o_only
zyda_pile-uncopyrighted_only
zyda_refinedweb_only
zyda_slimpajama_only
zyda_starcoder_only

Dataset Description

Curated by: Zyphra
Funded by [optional]: [More Information Needed]
Shared by [optional]: [More Information Needed]
Language(s) (NLP): English
License: Open Data Commons License

Dataset Sources [optional]

Repository: [More Information Needed]
Paper [optional]: [More Information Needed]
Demo [optional]: [More Information Needed]

Uses

Direct Use

[More Information Needed]

Out-of-Scope Use

[More Information Needed]

Dataset Structure

Dataset fields:

text: contains actual text for training
source: component the text is coming from
filtering_features: precomputed values of different features that were used for filtering (converted to json string)
source_other: metadata from the source dataset (converted to json string)

[More Information Needed]